Bones don't appear in Action Editor at all
In the Dope Sheet you've enabled the Only Selected Objects option, so you'll only see the tracks and keyframes of the bones that are selected (if keyframes have been created for these bones! as pointed out by Batfinger). In the video he also has this option enabled but he has selected all his bones.